Internal Workshop on AI Foundry

This repository is used to conduct an internal workshop on AI Foundry. The workshop includes exercises and tutorials to help participants evaluate and deploy AI applications using the Azure AI Foundry portal.

Repository Structure

• data/
  • NW_HealthPlan_Standard_Dataset.jsonl: Dataset used for evaluation exercises.
  • benefits.zip: Contains benefits-related files for the workshop.
• day1/
  • 1.0-Usecase.md: Introduction to Contoso Electronics use case
  • 1.1-Project Set Up.md: Instructions for setting up AI Foundry project
  • 1.2-Prompt Engineering.md: Guide for different types of prompts
  • 1.3.1-Add Your Data - Foundry Vector Index.md: Instructions for creating vector index
  • 1.3.2-Integrated Vector Indexing.md: Guide for integrated vectorization
  • 1.4.1-evaluation.md: Instructions for evaluating application performance
  • 1.4.2-deploy_webapp.md: Instructions for deploying the web app
• day2/
  • Placeholder for Day 2 activities
• images/
  • Contains images used in the markdown files

Getting Started

1. Follow the setup instructions in day1/1.1-Project Set Up.md
2. Work through the prompt engineering guide in day1/1.2-Prompt Engineering.md
3. Complete data indexing exercises in 1.3.1 and 1.3.2
4. Follow the evaluation guide in day1/1.4.1-evaluation.md
5. Deploy your web app using instructions in day1/1.4.2-deploy_webapp.md

Prerequisites

• An Azure subscription
• Access to the Azure AI Foundry portal
• Access to Contoso - MCAPS Managed environment
• Sufficient quota in East US, East US2, or Sweden Central regions

Use Case

This workshop implements ContosoBuddy, an AI assistant for Contoso Electronics that helps employees navigate HR, logistics, travel, and benefit-related questions.

License

This repository is for internal use only.